head-to-head

DeepSeek: DeepSeek V4.1 Flash 1017 vs OpenAI: GPT-6.1 Sol Pro

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.

DeepSeek: DeepSeek V4.1 Flash 1017 OpenAI: GPT-6.1 Sol Pro
Vendordeepseekopenai
Quality Score100100
Input Price$0.15/M$2.00/M
Output Price$0.60/M$10.00/M
Context Window1,048,5761,050,000
Max Output393,216128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, DeepSeek V4.1 Flash 1017 costs $0.30 and GPT-6.1 Sol Pro costs $4.50, so DeepSeek V4.1 Flash 1017 is about 15.0 times cheaper for the same work.

Both take in a similar amount of text: 1,048,576 and 1,050,000 tokens, about 1,573 and 1,575 pages.

Across the 10 tasks where they differ, DeepSeek V4.1 Flash 1017 scores higher on 10 (SQL Generation, Code Completion, Code Documentation and others).

DeepSeek V4.1 Flash 1017 was released in October 2026 and GPT-6.1 Sol Pro in September 2026.

Pick DeepSeek V4.1 Flash 1017 if you need lower cost or the stronger all-round task scores.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskDeepSeek: DeepSeek V4.1 Flash 1017OpenAI: GPT-6.1 Sol Pro
SQL Generation 133 132
Code Completion 131 117
Code Documentation 131 129
Regex Writing 119 117
CSV / Spreadsheet Cleanup 133 132
JSON Extraction 131 121
Bulk Data Labeling 129 118
Long-Document Summarization 137 136
Short-Form Summarization 123 113
Blog Post Writing 121 120

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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